Optimal sensor placement strategies for large scale systems

Optimal sensor placement for multi‐source AOA localisation with distance‐dependent noise model

“…Scenario 8: Recently, a number of sensor placement methods have been presented for large‐scale systems considering different criteria including the coverage, the robustness, and the positioning accuracy [25, 26]. Such research studies highlight the significance of computational complexity of the placement methods in the large‐scale systems.…”

“…Analysing the impact of the sensor array geometry on the performance of source localisation and finding an optimal placement for the sensors have been addressed in the literature [17–23]. The effect of optimal sensor placement has also been discussed in some other applications including fault detection and isolation (FDI) [24] and large‐scale communication systems [25, 26]. In order to find an optimal placement, different criteria have been studied, including geometric dilution of precision (GDOP) [17, 18], information theoretic criterion [19], and Fisher information matrix (FIM) [20–23, 27, 28].…”